40 citations · 94 across the 8 of their papers we have counts for
9 papers
Chapter 8 Multi-Criteria Decision-Making: Aggregation-Type Methods
Zhiyuan Wang, Gade Pandu Rangaiah
This chapter describes selected aggregation-type multi-criteria decision-making (MCDM) methods that convert an alternatives-criteria matrix (ACM) into a single performance score pe…
Chapter 7 Multi-Criteria Decision-Making: Reference-Type Methods
Zhiyuan Wang, Gade Pandu Rangaiah
This chapter describes selected reference-type multi-criteria decision-making (MCDM) methods that rank alternatives by comparing them with one or more reference solutions derived f…
Machine Learning-Assisted Surrogate Modeling with Multi-Objective Optimization and Decision-Making of a Steam Methane Reforming Reactor
Seyed Reza Nabavi, Zonglin Guo, Zhiyuan Wang
This study presents an integrated modeling and optimization framework for a steam methane reforming (SMR) reactor, combining a mathematical model, artificial neural network (ANN)-b…
Discrete Element Parameter Calibration of Livestock Salt Based on Particle Scaling
Lulu Nie, Baoqin Wen, Jingbin Li +5
In order to obtain accurate contact parameters for the discrete element simulation of salt particles used in animal husbandry, the principle of particle contact scaling and dimensi…
Deep Learning Aided Multi-Objective Optimization and Multi-Criteria Decision Making in Thermal Cracking Process for Olefines Production
Seyed Reza Nabavi, Mohammad Javad Jafari, Zhiyuan Wang
Background: Multilayer perceptron (MLP) aided multi-objective particle swarm optimization algorithm (MOPSO) is employed in the present article to optimize the liquefied petroleum g…
Multi-Criteria Decision Making in Chemical and Process Engineering: Methods, Progress and Potential
Zhiyuan Wang, Seyed Reza Nabavi, Gade Pandu Rangaiah
Multi-criteria decision making (MCDM) is necessary for choosing one from the available alternatives (or from the obtained Pareto-optimal solutions for multi-objective optimization)…
Multi-Objective Optimization and Multi-Criteria Decision-Making Approach to Design Multi-Tubular Packed-Bed Membrane Reactor in Oxidative Dehydrogenation of Ethane
Seyed Reza Nabavi, Zhiyuan Wang, María Laura Rodríguez
Ethylene is a crucial chemical in manufacturing numerous consumer products. In recent years, the oxidative dehydrogenation of ethane (ODHE) technique has garnered significant inter…
Selected multi-criteria decision-making methods and their applications to product and system design
Zhiyuan Wang, Seyed Reza Nabavi, Gade Pandu Rangaiah
Optimization has found numerous applications in engineering, particularly since 1960s. Many optimization applications in engineering have more than one objective (or performance cr…
Sensitivity Assessment of Multi-Criteria Decision-Making Methods in Chemical Engineering Optimization Applications
Seyed Reza Nabavi, Zhiyuan Wang, Gade Pandu Rangaiah
This chapter assesses the sensitivity of multi-criteria decision-making (MCDM) methods to modifications within the decision or objective matrix (DOM) in the context of chemical eng…